Vendor neutrality
Portable event schemas prevent lock-in when contracts renew mid-season.
Coach UX
Heatmaps are useless without drill suggestions—design for staff hours, not Twitter likes.
Integrity firewalls
Betting-adjacent models need air-gaps from youth academy medical files.
